Measurement & Budget

How much should you spend, on what, and how do you know it's working? Benchmarks, analytics, budget optimization, and privacy-first measurement (including marketing mix modeling scaled down for startups) — so budget decisions run on evidence, not vibes.

8 articles, 1 h 26 min of reading in all.

Playbooks with the steps

Free tools and templates

Every article in Measurement & Budget, newest first

  1. Marketing Planning Cadence and OKRs: A Simple System for Startups

    11 min read — Category: Measurement & Budget

    Topic: Go-to-Market & Growth Planning

    Plan marketing on a fixed rhythm: a yearly goal, a quarterly plan with two or three OKRs shared with sales, and a weekly check of the numbers. Five steps.

  2. Tracking Setup for Startups: GA4, UTMs and Events Done Right

    13 min read — Category: Measurement & Budget

    Topic: Analytics, Experiments & Budget

    Set up GA4 tracking before you add a tag. Six steps: questions and events, key events, UTM rules, day-one settings, consent, and sending CRM stages back.

  3. Our Pipeline Is Full and Nothing Is Closing. What's Actually Wrong?

    12 min read — Category: Measurement & Budget

    Topic: Sales & Pipeline

    A full pipeline that won't close is usually stuck in early stages, not short on volume. Check coverage, stage mix, commit and the weighted forecast.

  4. Incrementality Testing for Startups: Prove Your Ads Actually Work (2026 Guide)

    13 min read — Category: Measurement & Budget

    Topic: Analytics, Experiments & Budget

    Incrementality testing measures the sales your marketing actually caused, not just touched. How geo lift tests work, a worked example, the full test menu, and how to run your first test without an enterprise vendor.

  5. MMM-Lite: Marketing Mix Modeling for Startups (No Data Science Team Required)

    11 min read — Category: Measurement & Budget

    Topic: Analytics, Experiments & Budget

    MMM-Lite is a compact media-mix model plus simple incrementality tests: privacy-first measurement that tells startups where the next $1,000 works hardest.

  6. How Much Should a Startup Spend on Marketing? Budget Ranges by Stage

    9 min read — Category: Measurement & Budget

    Topic: Analytics, Experiments & Budget

    My working marketing budget bands for startups, from pre-seed to Series B, and how to pressure-test the number with LTV:CAC and payback.

  7. Marketing Analytics for Startups: Measure What Changes a Decision

    8 min read — Category: Measurement & Budget

    Topic: Analytics, Experiments & Budget

    Marketing analytics earns its cost only when a number changes what you do next. The five measures a startup needs, the decision each one drives, and a review rhythm that turns them into action, with a worked example.

  8. Is Your Marketing Budget Working? How to Measure and Improve ROI

    9 min read — Category: Measurement & Budget

    Topic: Analytics, Experiments & Budget

    ROI, ROAS and CAC payback each answer a different question about the budget you already have. Here is how to count what your marketing caused, judge the next dollar rather than the average, and move money every month.